Literature DB >> 26764778

Activation process in excitable systems with multiple noise sources: One and two interacting units.

Igor Franović1, Kristina Todorović2, Matjaž Perc3,4, Nebojša Vasović5, Nikola Burić6.   

Abstract

We consider the coaction of two distinct noise sources on the activation process of a single excitable unit and two interacting excitable units, which are mathematically described by the Fitzhugh-Nagumo equations. We determine the most probable activation paths around which the corresponding stochastic trajectories are clustered. The key point lies in introducing appropriate boundary conditions that are relevant for a class II excitable unit, which can be immediately generalized also to scenarios involving two coupled units. We analyze the effects of the two noise sources on the statistical features of the activation process, in particular demonstrating how these are modified due to the linear or nonlinear form of interactions. Universal properties of the activation process are qualitatively discussed in the light of a stochastic bifurcation that underlies the transition from a stochastically stable fixed point to continuous oscillations.

Year:  2015        PMID: 26764778     DOI: 10.1103/PhysRevE.92.062911

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  3 in total

1.  Crossing the quasi-threshold manifold of a noise-driven excitable system.

Authors:  Zhen Chen; Jinjie Zhu; Xianbin Liu
Journal:  Proc Math Phys Eng Sci       Date:  2017-05-17       Impact factor: 2.704

2.  Measuring spike timing distance in the Hindmarsh-Rose neurons.

Authors:  Jinjie Zhu; Xianbin Liu
Journal:  Cogn Neurodyn       Date:  2017-12-27       Impact factor: 5.082

3.  Spike-Threshold Variability Originated from Separatrix-Crossing in Neuronal Dynamics.

Authors:  Longfei Wang; Hengtong Wang; Lianchun Yu; Yong Chen
Journal:  Sci Rep       Date:  2016-08-22       Impact factor: 4.379

  3 in total

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